Valued Customers
| Player | Pos | Slot | Actual | ESPN | LLM | vs LLM |
|---|---|---|---|---|---|---|
| Jordan Love (bench) | QB | BE | ✓ 25.8 | 15.7 | --- | +10.0 |
| Rashee Rice | WR | WR | ✓ 29.4 | 18.1 | --- | +11.3 |
| Jameson Williams (bench) | WR | BE | ✓ 26.9 | 11.8 | --- | +15.1 |
| Emanuel Wilson (bench) | RB | BE | ✓ 1.4 | 5.6 | --- | -4.2 |
| Player | Pos | Slot | ESPN | LLM |
|---|---|---|---|---|
| Bucky Irving | RB | RB | 11.8 | --- |
| Jaxon Smith-Njigba | WR | WR | 21.9 | --- |
| Tetairoa McMillan | WR | RB/WR/TE | 13.2 | --- |
| Evan Engram (bench) | TE | BE | 8.1 | --- |
| Marvin Harrison Jr. (bench) | WR | BE | 13.7 | --- |
| Tyjae Spears | RB | RB | 9.9 | --- |
| Omarion Hampton (bench) | RB | BE | 0.0 | --- |
| Jason Myers | K | K | 8.5 | --- |
| Juwan Johnson | TE | TE | 8.7 | --- |
| Jacoby Brissett | QB | QB | 17.2 | --- |
| Rams D/ST | D/ST | D/ST | 7.5 | --- |
| Keenan Allen (bench) | WR | BE | 12.0 | --- |
Win Probability: 83.1% | Expected Margin: +31.9 pts
Strong Week 13 matchup against a division rival. Our team has significant projected advantages across multiple positions, particularly at WR where Jaxon Smith-Njigba (historic pace) and Rashee Rice (elite matchup vs Dallas) lead the way. The Monte Carlo simulation shows 83% win probability with an expected margin of nearly 32 points.
Key Storylines:
- Jaxon Smith-Njigba continues record-breaking pace (1,313 yds, on track for 2,000+)
- Rashee Rice faces NFL's worst pass defense (Dallas allows 18 WR TDs)
- Bucky Irving returns from 7-game injury absence vs vulnerable ARI rush D - VERIFIED: Expected to play but limited snaps (~36%)
- Tetairoa McMillan emerging as CAR WR1 (748 yds, 54 rec through 11 games)
- MHJ OUT - ESPN projects 13.7 for Marvin Harrison Jr. despite confirmed OUT (appendicitis surgery Nov 10). This is an ESPN/watsonx bug.
Data Quality Notes (see Data Quality tab):
- Subagent 2 (Defense) returned prose instead of JSON - used existing context data
- Rankings subagent incorrectly claimed TEN/LAC bye weeks - verified via ESPN (no Week 13 byes)
- Bucky Irving XGBoost 54.5% bust probability - verified via team sources (expected to play)
| Position | Player | Team | Opponent | ESPN Proj | LLM Proj | XGB Boom | Conf | Notes |
|---|---|---|---|---|---|---|---|---|
| QB | Jacoby Brissett | ARI | @ TB | 17.3 | 23.8 | 19.5% | HIGH | 18+ pts in all 5 starts, TB allows 5th most QB FPTS |
| RB | Bucky Irving | TB | vs ARI | 11.8 | 15.3 | 9.5% | MEDIUM | Returns from injury, ARI allows 142 rush yds/game |
| RB | Tyjae Spears | TEN | vs JAX | 9.9 | 8.0 | 13.2% | LOW | 50% snap share, light rain expected |
| WR | Jaxon Smith-Njigba | SEA | vs MIN | 21.9 | 34.3 | 50.0% | HIGH | WR1 overall, 11 straight 75+ yd games, MIN weak secondary |
| WR | Rashee Rice | KC | @ DAL | 18.1 | 25.9 | 13.2% | HIGH | 20%+ target share, DAL worst vs WR (18 TDs allowed) |
| TE | Juwan Johnson | NO | @ MIA | 8.7 | 14.0 | 21.0% | MEDIUM | 5 straight games 10+ FPTS, MIA 4th worst vs TE |
| FLEX | Tetairoa McMillan | CAR | vs LAR | 13.2 | 16.5 | 21.1% | MEDIUM | CAR WR1, 22% target share, 10-pt underdog limits ceiling |
| K | Jason Myers | SEA | vs MIN | 8.5 | 11.5 | 12.1% | MEDIUM | SEA -11.5 favorites, high FG opportunities |
| D/ST | Rams D/ST | LAR | @ CAR | 7.5 | 8.9 | 18.1% | HIGH | 10-pt favorites, CAR implied total 17.25 |
Total ESPN Projection: 128.2 pts
Total LLM Projection: 163.1 pts
The XGBoost model (v13) provides probability-based boom/bust predictions using historical data and weekly context:
| Player | Position | XGB Boom | XGB Bust | Confidence | Decision |
|---|---|---|---|---|---|
| Jaxon Smith-Njigba | WR | 50.0% | 14.0% | HIGH | High boom - Start with confidence |
| Jordan Love | QB | 28.4% | 20.9% | MEDIUM | Moderate upside, bench for Brissett |
| Marvin Harrison Jr. | WR | 25.7% | 18.2% | MEDIUM | Injured - avoid |
| Keenan Allen | WR | 25.3% | 24.3% | MEDIUM | Bench - solid floor, limited upside |
| Evan Engram | TE | 25.0% | 25.6% | MEDIUM | Bench behind Juwan |
| Tetairoa McMillan | WR | 21.1% | 18.1% | HIGH | Start - CAR WR1, high target share |
| Juwan Johnson | TE | 21.0% | 25.0% | HIGH | Start - hot streak + matchup |
| Jameson Williams | WR | 20.6% | 20.3% | MEDIUM | Boom/bust - bench |
| Jacoby Brissett | QB | 19.5% | 43.3% | MEDIUM | Start - 5-game hot streak |
| Rams D/ST | D/ST | 18.1% | 32.9% | MEDIUM | Start - elite matchup |
| Rashee Rice | WR | 13.2% | 27.0% | HIGH | Start - elite opportunity |
| Tyjae Spears | RB | 13.2% | 33.1% | HIGH | Start - best available |
| Bucky Irving | RB | 9.5% | 54.5% | HIGH | High bust risk - injury return |
| Omarion Hampton | RB | 8.3% | 54.4% | MEDIUM | IR - unavailable |
High Boom Targets: JSN (50.0%)
High Bust Risks: Bucky Irving (54.5%), Omarion Hampton (54.4%)
LLM Reasoning:
- 5 consecutive games of 18+ fantasy points since becoming starter
- 1,887 passing yards in 6 games (most by any QB in 6-game span)
- Tampa Bay allows 5th most fantasy points to QBs
- Expert consensus: QB8 for week
- Pass-heavy Cardinals offense with no running game
Boom/Bust Signals:
- HOT streak (5 games): +boom adjustment
- Favorable matchup: TB defense allows 19.4 FPG to QBs
DISCREPANCY RESOLVED:
- XGBoost flagged 54.5% bust probability due to 7-game injury absence
- VERIFIED via team sources: Full practice participant, Coach Bowles confirms expected return
- CAVEAT: Will be eased in (~36% snaps based on Godwin Week 12 precedent = 25 of 70 plays)
- Team record: Bucs 3-1 with Irving, 3-4 without him
LLM Reasoning:
- Returning from 7-game injury absence (subluxated shoulder + foot sprain)
- Arizona allows 142 rushing yards per game (last 3 weeks)
- Arizona ranked 21st DVOA vs rush
- Pre-injury: Scored 13.9+ PPR in all 4 starts
- Monitor Sunday morning injury report for final confirmation
Sources: Buccaneers.com, Pro Football Network
LLM Reasoning:
- 50% snap share split with Tony Pollard
- Jacksonville favored by 6.5 points
- Light rain expected (may help run game)
- Floor play only, limited upside
LLM Reasoning:
- WR1 overall for Week 13 (expert consensus)
- 1,313 receiving yards (on pace for 2,030 - record pace)
- 11 consecutive games with 75+ receiving yards
- 35% target share (elite volume)
- Minnesota starting 3rd string QB Max Brosmer
- Vegas: SEA -11.5, implied team total 26.5 (source)
Props:
- Receiving yards O/U: 105.5
- Anytime TD: -115
LLM Reasoning:
- Dallas allows MOST fantasy points to WRs (30th ranked defense)
- 18 WR touchdowns allowed by Dallas (NFL worst)
- 20%+ target share in every game this season
- Season-high 141 yards in Week 12
- Leads KC in red zone targets (13)
- Zone coverage killer (+42% boost vs zone)
Props:
- Receiving yards O/U: 77.5
- Anytime TD: -120
LLM Reasoning:
- CAR WR1 as a rookie (748 yds, 54 rec through 11 games)
- 22% target share with increasing trend
- Week 11 breakout: 8 rec, 130 yds, 2 TDs (33 PPR pts)
- Building chemistry with Bryce Young
- LAR defense allows 15th most to WRs
Concerns:
- CAR 10-pt underdog limits ceiling
- Implied team total only 17.25 pts
- Tough matchup vs LAR pass rush
LLM Reasoning:
- 5 consecutive games with 10+ fantasy points
- Miami allows 4th-6th most fantasy points to TEs
- Only 24% rostered (streaming gem)
- 2nd pass-catching option for Saints
- Low team total (17.75 implied) limits ceiling
Props:
- Receiving yards O/U: 44.5
| Position | Player | Team | Status | ESPN | LLM | XGB Boom/Bust | Notes |
|---|---|---|---|---|---|---|---|
| QB | Jordan Love | GB | BENCH | 15.7 | 17.7 | 28.4%/20.9% | Thanksgiving dome game, shootout potential |
| WR | Marvin Harrison Jr. | ARI | QUESTIONABLE | 13.7 | 10.6 | 25.7%/18.2% | Appendicitis surgery Nov 10, check status |
| WR | Jameson Williams | DET | BENCH | 11.8 | 11.5 | 20.6%/20.3% | Boom/bust, Thanksgiving game |
| WR | Keenan Allen | LAC | BENCH | 12.0 | 14.3 | 25.3%/24.3% | Consistent, LAC heavy run game |
| RB | Omarion Hampton | LAC | IR | 12.3 | 15.4 | 8.3%/54.4% | Injured - unavailable |
| RB | Emanuel Wilson | GB | BENCH | 5.6 | 8.5 | 10.7%/34.2% | Backup role |
| TE | Evan Engram | DEN | BENCH | 8.1 | 6.5 | 25.0%/25.6% | Adjusting to new system |
Win Probability
Floor: -37.8 pts | Median: +4.4 pts | Ceiling: +45.3 pts
When opponent starters are injured, the system models likely bench substitutions to provide more accurate win probability estimates. (ESPN projections shown - LLM projections only available for our team)
| Position | Injured Starter | Status | ESPN Proj | Replacement | Repl ESPN |
|---|---|---|---|---|---|
| QB | Baker Mayfield | QUESTIONABLE | 16.7 | Shedeur Sanders | 5.9 |
Win probability weighted across multiple injury scenarios.
| Scenario | Probability | Opp Total EV | Win Prob | Expected Margin |
|---|---|---|---|---|
| All injured starters play | 85.0% | 132.4 | 56.1% | +4.2 |
| All injured starters out | 15.0% | 125.3 | 64.3% | +11.4 |
Key: Click any row to view full histogram. ↑ = P(>15pts) | ↓ = P(<5pts)
Variance: HIGH CV>0.5 (boom/bust) | MED CV>0.3 (moderate) | LOW CV≤0.3 (consistent)
| Player | Pos | Var | EV | Range (80%) | Boom/Bust | Distribution |
|---|---|---|---|---|---|---|
| Jacoby Brissett | QB | MED | 17.9 | 0.0-24.4 | ↑86% ↓14% | |
| Bucky Irving | RB | HIGH | 15.2 | 0.0-25.5 | ↑51% ↓16% | |
| Tyjae Spears | RB | HIGH | 8.0 | 1.6-15.8 | ↑13% ↓15% | |
| Jaxon Smith-Njigba | WR | LOW | 28.1 | 18.8-39.4 | ↑95% ↓0% | |
| Tetairoa McMillan | WR | MED | 14.3 | 7.7-19.7 | ↑45% ↓0% | |
| Rashee Rice | WR | LOW | 21.8 | 10.8-26.5 | ↑86% ↓0% | |
| Juwan Johnson | TE | HIGH | 9.6 | 2.3-16.9 | ↑14% ↓30% | |
| Rams D/ST | D/ST | HIGH | 10.3 | 4.7-20.4 | ↑19% ↓11% | |
| Jason Myers | K | MED | 11.5 | 7.2-16.3 | ↑23% ↓7% |
| Player | Pos | Var | EV | Range (80%) | Boom/Bust | Distribution |
|---|---|---|---|---|---|---|
| Jordan Love | QB | MED | 17.7 | 9.0-27.2 | ↑61% ↓0% | |
| Omarion Hampton | RB | HIGH | 15.4 | 4.1-27.1 | ↑40% ↓17% | |
| Emanuel Wilson | RB | HIGH | 8.5 | 1.0-15.4 | ↑10% ↓49% | |
| Marvin Harrison Jr. | WR | HIGH | 10.6 | 0.0-20.6 | ↑36% ↓22% | |
| Jameson Williams | WR | HIGH | 11.5 | 1.1-21.8 | ↑50% ↓39% | |
| Keenan Allen | WR | HIGH | 14.3 | 5.8-22.2 | ↑50% ↓4% | |
| Evan Engram | TE | HIGH | 6.5 | 1.8-12.5 | ↑1% ↓35% |
| Player | Pos | Var | EV | Range (80%) | Boom/Bust | Distribution |
|---|---|---|---|---|---|---|
| Baker Mayfield | QB | HIGH | 13.2 | 0.0-23.2 | ↑50% ↓29% | |
| Jahmyr Gibbs | RB | MED | 28.6 | 10.8-45.5 | ↑76% ↓0% | |
| Rico Dowdle | RB | HIGH | 14.5 | 3.4-32.1 | ↑31% ↓28% | |
| DK Metcalf | WR | MED | 12.5 | 5.2-22.5 | ↑28% ↓10% | |
| Rome Odunze | WR | HIGH | 13.2 | 2.8-22.5 | ↑50% ↓26% | |
| Michael Wilson | WR | HIGH | 14.9 | 3.3-31.9 | ↑50% ↓23% | |
| Trey McBride | TE | MED | 19.4 | 11.5-28.6 | ↑64% ↓0% | |
| Jaguars D/ST | D/ST | HIGH | 7.0 | 0.3-13.3 | ↑1% ↓36% | |
| Harrison Butker | K | MED | 9.3 | 4.8-14.4 | ↑9% ↓13% |
| Player | Pos | Var | EV | Range (80%) | Boom/Bust | Distribution |
|---|---|---|---|---|---|---|
| Shedeur Sanders | QB | HIGH | 6.0 | 0.5-12.8 | ↑2% ↓46% | |
| Kareem Hunt | RB | HIGH | 10.4 | 3.1-19.0 | ↑28% ↓35% | |
| Devin Neal | RB | HIGH | 4.8 | 0.6-10.7 | ↑0% ↓53% | |
| Quentin Johnston | WR | HIGH | 12.2 | 0.0-24.4 | ↑32% ↓20% | |
| Jordan Addison | WR | HIGH | 11.1 | 0.0-21.0 | ↑22% ↓13% | |
| Romeo Doubs | WR | HIGH | 11.0 | 2.8-19.7 | ↑15% ↓24% | |
| Mason Taylor | TE | HIGH | 8.9 | 2.0-16.1 | ↑13% ↓38% |
| Player | Position | BOOM | MODERATE | BUST | EV |
|---|---|---|---|---|---|
| Bucky Irving | RB | 20% @ 25.5 | 23% @ 18.1 | 42% @ 14.2 | 15.2 |
| Jaxon Smith-Njigba | WR | 31% @ 39.0 | 64% @ 23.9 | 5% @ 13.7 | 28.1 |
| Tetairoa McMillan | WR | 10% @ 31.3 | 40% @ 16.1 | 50% @ 9.6 | 14.3 |
| Rashee Rice | WR | 60% @ 25.5 | 26% @ 19.5 | 14% @ 10.3 | 21.8 |
| Tyjae Spears | RB | 14% @ 16.3 | 71% @ 7.6 | 14% @ 1.3 | 8.0 |
| Jason Myers | K | 46% @ 15.1 | 45% @ 9.2 | 9% @ 4.2 | 11.5 |
| Juwan Johnson | TE | 10% @ 18.2 | 55% @ 12.0 | 35% @ 3.5 | 9.6 |
| Jacoby Brissett | QB | 14% @ 24.8 | 71% @ 20.1 | 14% @ 0.2 | 17.9 |
| Rams D/ST | D/ST | 14% @ 21.0 | 81% @ 9.2 | 5% @ -2.1 | 10.3 |
| Game | Spread | Total | Implied Team Totals |
|---|---|---|---|
| KC @ DAL (Thu) | KC -3.5 | 52.5 | KC 28.0, DAL 24.5 |
| GB @ DET (Thu) | DET -2.5 | 48.5 | DET 25.5, GB 23.0 |
| ARI @ TB | TB -3.0 | 43.5 | TB 23.25, ARI 20.25 |
| SEA vs MIN | SEA -11.5 | 41.5 | SEA 26.5, MIN 15.0 |
| NO @ MIA | MIA -6.0 | 41.5 | MIA 23.75, NO 17.75 |
| JAX @ TEN | JAX -6.5 | 42.0 | JAX 24.25, TEN 17.75 |
| LAR @ CAR | LAR -10.0 | 44.5 | LAR 27.25, CAR 17.25 |
| LAC vs LV | LAC -8.5 | 40.5 | LAC 24.5, LV 16.0 |
Opponent Projected Total: 132.4 pts
Key Injuries: Baker Mayfield (QUESTIONABLE - shoulder)
If Baker Mayfield sits, Shedeur Sanders would start (6.0 EV vs 17+ for Mayfield).
Bench Substitution Scenario:
- Baker Mayfield OUT (15% probability): Sanders subs in (-11 pt swing)
Free Agents to Monitor:
- Hunter Henry (TE, NE) - Proj 11.2, strong TE option
- Terry McLaurin (WR, WSH) - Proj 11.0, Daniels returning
- Isiah Pacheco (RB, KC) - Proj 9.7, may return from injury
Your Team's ESPN Projection Accuracy (Weeks 1-12):
- Overall MAE: 4.45 pts
- QB Bias: -2.00 pts (ESPN under-projects QBs)
- RB R-squared: 0.541 (most reliable)
- WR R-squared: 0.498 (reliable)
This tab logs discrepancies detected during the weekly analysis process, including:
| Type | Source | Claim | Actual | Resolution | Verified By |
|---|---|---|---|---|---|
Matchup Correction |
Vegas Lines Subagent | Original game list had incorrect matchups (SEA vs NYJ, etc.) | Corrected to actual Week 13 matchups: MIN @ SEA, ARI @ TB, KC @ DAL, GB @ DET | Used corrected matchups from Vegas subagent web searches | NFL.com schedule, ESPN API roster data |
Subagent Partial Data |
Defense Matchups Subagent | Expected complete 1-32 rankings for all opponents | Returned partial data with many 'Unk' values - only ~30% complete | Used available ranks (WSH 30th vs RB, LV 28th vs WR, CLE 2nd vs RB) and defaults for missing | FantasyPros points allowed referenced in subagent output |
Injury Status Conflict |
XGBoost Boom/Bust Model | Bucky Irving has 54.5% bust probability | Irving returning from 8-week injury, expected ~36% snap share per Coach Bowles | Verified return status via Buccaneers.com - playing but limited snaps | WebSearch - Buccaneers official site, Pro Football Network |
Projection Mismatch |
ESPN API (IBM watsonx) | Marvin Harrison Jr. projected 13.7 points | MHJ practiced LIMITED Wed/Thu after Nov 10 appendicitis surgery - still questionable | Set is_confirmed_out=true, LLM projection = 0.0 (conservative) | Pro Football Network, AZ Cardinals official site |
Weather Alert |
Weather Subagent | Normal conditions expected for all games | Denver has HIGH WIND (21 mph) - significant passing game impact | Downgraded Evan Engram confidence to LOW, noted in weekly context | AccuWeather Denver forecast |
Log timestamp: 2025-11-29T01:49:33.903442